A lightweight ship target detection model based on improved YOLOv5s algorithm

Yuanzhou Zheng; Yuanfeng Zhang; Long Qian; Xinzhu Zhang; Shitong Diao; Xinyu Liu; Jingxin Cao; Haichao Huang

doi:10.1371/journal.pone.0283932

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Open Access

Peer-reviewed

Research Article

A lightweight ship target detection model based on improved YOLOv5s algorithm

Yuanzhou Zheng ,

Contributed equally to this work with: Yuanzhou Zheng, Long Qian

Roles Formal analysis, Funding acquisition, Methodology, Writing – review & editing

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China
⨯
Yuanfeng Zhang,

Roles Conceptualization, Data curation, Software, Validation, Visualization, Writing – original draft

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China
⨯
Long Qian ,

Contributed equally to this work with: Yuanzhou Zheng, Long Qian

Roles Formal analysis, Software, Supervision, Validation

* E-mail: lqian@whut.edu.cn

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China

https://orcid.org/0000-0001-5971-0910

⨯
Xinzhu Zhang,

Roles Data curation, Resources

Affiliation School of Navigation, Wuhan University of Technology, Wuhan, PR China
⨯
Shitong Diao,

Roles Data curation, Methodology

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China
⨯
Xinyu Liu,

Roles Data curation, Software

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China
⨯
Jingxin Cao,

Roles Data curation, Methodology, Supervision

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China
⨯
Haichao Huang

Roles Data curation

Affiliations School of Navigation, Wuhan University of Technology, Wuhan, PR China, Hubei Key Laboratory of Inland Shipping Technology, Wuhan, PR China
⨯

A lightweight ship target detection model based on improved YOLOv5s algorithm

Yuanzhou Zheng,
Yuanfeng Zhang,
Long Qian,
Xinzhu Zhang,
Shitong Diao,
Xinyu Liu,
Jingxin Cao,
Haichao Huang

Published: April 6, 2023
https://doi.org/10.1371/journal.pone.0283932

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